pacman::p_load(tidyverse, bibliometrix, janitor, # data cleaning stringr)bibds_pm <-convert2df(file ="23-05-24 wos search.txt",dbsource ="wos", format ="plaintext")
Converting your wos collection into a bibliographic dataframe
Done!
Generating affiliation field tag AU_UN from C1: Done!
Code
missingData(bibds_pm)
$allTags
cols missing_counts missing_pct status
AU AU 0 0.00 Excellent
AF AF 0 0.00 Excellent
CR CR 0 0.00 Excellent
AB AB 1 0.69 Good
AR AR 118 81.94 Critical
BP BP 27 18.75 Acceptable
C1 C1 0 0.00 Excellent
C3 C3 6 4.17 Good
CA CA 141 97.92 Critical
CL CL 143 99.31 Critical
CT CT 143 99.31 Critical
CY CY 143 99.31 Critical
DA DA 0 0.00 Excellent
DE DE 17 11.81 Acceptable
DI DI 11 7.64 Good
DT DT 0 0.00 Excellent
EA EA 135 93.75 Critical
EF EF 144 100.00 Completely missing
EI EI 26 18.06 Acceptable
EM EM 9 6.25 Good
EP EP 27 18.75 Acceptable
ER ER 144 100.00 Completely missing
FU FU 91 63.19 Critical
FX FX 93 64.58 Critical
GA GA 0 0.00 Excellent
ID ID 11 7.64 Good
IS IS 16 11.11 Acceptable
J9 J9 0 0.00 Excellent
JI JI 0 0.00 Excellent
LA LA 0 0.00 Excellent
NR NR 0 0.00 Excellent
OA OA 76 52.78 Critical
OI OI 46 31.94 Poor
PA PA 0 0.00 Excellent
PD PD 30 20.83 Poor
PG PG 0 0.00 Excellent
PI PI 0 0.00 Excellent
PM PM 21 14.58 Acceptable
PT PT 0 0.00 Excellent
PU PU 0 0.00 Excellent
PY PY 1 0.69 Good
RI RI 62 43.06 Poor
RP RP 2 1.39 Good
SC SC 0 0.00 Excellent
SI SI 142 98.61 Critical
SN SN 13 9.03 Good
SO SO 0 0.00 Excellent
SP SP 143 99.31 Critical
SU SU 141 97.92 Critical
TC TC 0 0.00 Excellent
TI TI 0 0.00 Excellent
U1 U1 0 0.00 Excellent
U2 U2 0 0.00 Excellent
UT UT 0 0.00 Excellent
VL VL 1 0.69 Good
WC WC 0 0.00 Excellent
WE WE 0 0.00 Excellent
Z9 Z9 0 0.00 Excellent
DB DB 0 0.00 Excellent
AU_UN AU_UN 0 0.00 Excellent
AU1_UN AU1_UN 0 0.00 Excellent
AU_UN_NR AU_UN_NR 144 100.00 Completely missing
SR_FULL SR_FULL 0 0.00 Excellent
SR SR 0 0.00 Excellent
$mandatoryTags
tag description missing_counts missing_pct status
1 C1 Affiliation 0 0.00 Excellent
2 AU Author 0 0.00 Excellent
3 CR Cited References 0 0.00 Excellent
4 DT Document Type 0 0.00 Excellent
5 SO Journal 0 0.00 Excellent
6 LA Language 0 0.00 Excellent
7 NR Number of Cited References 0 0.00 Excellent
8 WC Science Categories 0 0.00 Excellent
9 TI Title 0 0.00 Excellent
10 TC Total Citation 0 0.00 Excellent
11 AB Abstract 1 0.69 Good
12 PY Publication Year 1 0.69 Good
13 RP Corresponding Author 2 1.39 Good
14 DI DOI 11 7.64 Good
15 ID Keywords Plus 11 7.64 Good
16 DE Keywords 17 11.81 Acceptable
Code
bibres <-biblioAnalysis(bibds_pm, sep =";")
2.1 General Information
Code
bibres_summary <-summary(bibres, k =25)
MAIN INFORMATION ABOUT DATA
Timespan 1996 : 2022
Sources (Journals, Books, etc) 91
Documents 144
Annual Growth Rate % 10.98
Document Average Age 8.59
Average citations per doc 34.48
Average citations per year per doc 2.895
References 3518
DOCUMENT TYPES
article 136
article; early access 1
article; proceedings paper 1
review 6
DOCUMENT CONTENTS
Keywords Plus (ID) 259
Author's Keywords (DE) 240
AUTHORS
Authors 644
Author Appearances 723
Authors of single-authored docs 1
AUTHORS COLLABORATION
Single-authored docs 1
Documents per Author 0.224
Co-Authors per Doc 5.02
International co-authorships % 16.67
Annual Scientific Production
Year Articles
1996 1
1998 1
1999 1
2000 3
2001 3
2002 1
2003 2
2004 4
2005 5
2006 1
2007 2
2008 3
2009 8
2010 4
2011 5
2012 5
2013 6
2014 4
2015 7
2016 2
2017 12
2018 9
2019 16
2020 9
2021 14
2022 15
Annual Percentage Growth Rate 10.98
Most Productive Authors
Authors Articles Authors Articles Fractionalized
1 GRABOWSKA-FUDALA B 4 CAMAK DJ 1.000
2 JARACZ K 4 JIANG Y 1.000
3 DESROSIERS J 3 ZHU W 1.000
4 GORNA K 3 GRABOWSKA-FUDALA B 0.893
5 KOZUBSKI W 3 JARACZ K 0.893
6 MISHRE RR 3 BLAKE H 0.833
7 RAHMAN MM 3 LINCOLN NB 0.833
8 VAN DEN BOS GAM 3 DESROSIERS J 0.783
9 VISSER-MEILY JMA 3 KOZUBSKI W 0.750
10 AERDEN LAM 2 ASIRET GD 0.700
11 AKOSILE CO 2 JOO H 0.700
12 ALVARO R 2 KAPUCU S 0.700
13 AMR M 2 ASANO H 0.667
14 ASANO H 2 HASSAN S 0.667
15 ASIRET GD 2 MJI G 0.667
16 AUSILI D 2 MORIMOTO T 0.667
17 BLAKE H 2 SCHREINER AS 0.667
18 BODDE K 2 VISAGIE S 0.667
19 BROUWER WBF 2 VISSER-MEILY JMA 0.667
20 CARO CC 2 NTSIEA V 0.583
21 CHEN YJ 2 GORNA K 0.560
22 CHOI-KWON S 2 CARO CC 0.533
23 COSTA JD 2 COSTA JD 0.533
24 DA CRUZ DMC 2 DA CRUZ DMC 0.533
25 DE ARAUJO TL 2 VAN DEN BOS GAM 0.533
Top manuscripts per citations
Paper DOI TC TCperYear NTC
1 MCCULLAGH E, 2005, STROKE 10.1161/01.STR.0000181755.23914.53 286 15.05 2.281
2 BHAKTA BB, 2000, J NEUROL NEUROSUR PS 10.1136/jnnp.69.2.217 236 9.83 2.199
3 ELMSTAHL S, 1996, ARCH PHYS MED REHAB 10.1016/S0003-9993(96)90164-1 215 7.68 1.000
4 RIGBY H, 2009, INT J STROKE-a 10.1111/j.1747-4949.2009.00289.x 201 13.40 3.932
5 MORIMOTO T, 2003, AGE AGEING 10.1093/ageing/32.2.218 187 8.90 1.380
6 BUGGE C, 1999, STROKE 10.1161/01.STR.30.8.1517 183 7.32 1.000
7 THOMMESSEN B, 2002, INT J GERIATR PSYCH 10.1002/gps.524 165 7.50 1.000
8 ZOROWITZ RD, 2013, NEUROLOGY 10.1212/WNL.0b013e3182764c86 150 13.64 3.191
9 VAN EXEL NJA, 2004, CLIN REHABIL 10.1191/0269215504cr723oa 150 7.50 1.609
10 VISSER-MEILY JMA, 2004, CLIN REHABIL 10.1191/0269215504cr776oa 123 6.15 1.319
11 HALEY WE, 2010, STROKE 10.1161/STROKEAHA.109.568279 116 8.29 1.751
12 VAN EXEL NJA, 2005, CEREBROVASC DIS 10.1159/000081906 112 5.89 0.893
13 CAMAK DJ, 2015, J CLIN NURS 10.1111/jocn.12884 103 11.44 2.326
14 TOOTH L, 2005, BRAIN INJURY 10.1080/02699050500110785 100 5.26 0.797
15 CHOI-KWON S, 2005, ARCH PHYS MED REHAB 10.1016/j.apmr.2004.09.013 95 5.00 0.758
16 DENNO MS, 2013, ARCH PHYS MED REHAB 10.1016/j.apmr.2013.03.014 91 8.27 1.936
17 BLAKE H, 2003, CLIN REHABIL 10.1191/0269215503cr613oa 84 4.00 0.620
18 MCPHERSON CJ, 2010, REHABIL PSYCHOL 10.1037/a0019359 81 5.79 1.223
19 PUCCIARELLI G, 2017, STROKE 10.1161/STROKEAHA.116.014989 80 11.43 3.333
20 KRUITHOF WJ, 2016, PATIENT EDUC COUNS 10.1016/j.pec.2016.04.007 78 9.75 1.880
21 JARACZ K, 2015, PATIENT EDUC COUNS 10.1016/j.pec.2015.04.008 69 7.67 1.558
22 HU P, 2018, MEDICINE 10.1097/MD.0000000000012638 66 11.00 2.055
23 ILSE IB, 2008, DISABIL REHABIL 10.1080/09638280701355645 65 4.06 1.625
24 GBIRI CA, 2015, ANN PHYS REHABIL MED 10.1016/j.rehab.2014.09.017 58 6.44 1.310
25 CHUMBLER NR, 2004, INT J GERIATR PSYCH 10.1002/gps.1187 58 2.90 0.622
Corresponding Author's Countries
Country Articles Freq SCP MCP MCP_Ratio
1 USA 20 0.13986 18 2 0.100
2 CHINA 14 0.09790 11 3 0.214
3 TURKEY 10 0.06993 10 0 0.000
4 UNITED KINGDOM 10 0.06993 10 0 0.000
5 NETHERLANDS 9 0.06294 9 0 0.000
6 CANADA 7 0.04895 7 0 0.000
7 INDIA 7 0.04895 6 1 0.143
8 IRAN 7 0.04895 6 1 0.143
9 NIGERIA 7 0.04895 4 3 0.429
10 BRAZIL 6 0.04196 4 2 0.333
11 KOREA 5 0.03497 2 3 0.600
12 POLAND 4 0.02797 4 0 0.000
13 SOUTH AFRICA 4 0.02797 4 0 0.000
14 JAPAN 3 0.02098 3 0 0.000
15 NORWAY 3 0.02098 3 0 0.000
16 SWEDEN 3 0.02098 3 0 0.000
17 THAILAND 3 0.02098 2 1 0.333
18 AUSTRALIA 2 0.01399 2 0 0.000
19 EGYPT 2 0.01399 0 2 1.000
20 ITALY 2 0.01399 1 1 0.500
21 SINGAPORE 2 0.01399 0 2 1.000
22 SPAIN 2 0.01399 2 0 0.000
23 UGANDA 2 0.01399 0 2 1.000
24 BELGIUM 1 0.00699 1 0 0.000
25 BENIN 1 0.00699 1 0 0.000
SCP: Single Country Publications
MCP: Multiple Country Publications
Total Citations per Country
Country Total Citations Average Article Citations
1 USA 757 37.9
2 UNITED KINGDOM 607 60.7
3 NETHERLANDS 549 61.0
4 CANADA 444 63.4
5 DENMARK 286 286.0
6 JAPAN 221 73.7
7 CHINA 217 15.5
8 NORWAY 213 71.0
9 KOREA 181 36.2
10 POLAND 140 35.0
11 INDIA 134 19.1
12 NIGERIA 131 18.7
13 ITALY 125 62.5
14 BRAZIL 113 18.8
15 SWEDEN 101 33.7
16 AUSTRALIA 100 50.0
17 SPAIN 89 44.5
18 IRAN 75 10.7
19 BELGIUM 65 65.0
20 TURKEY 60 6.0
21 THAILAND 37 12.3
22 ISRAEL 27 27.0
23 JORDAN 19 19.0
24 BENIN 12 12.0
25 SOUTH AFRICA 12 3.0
Most Relevant Sources
Sources Articles
1 CEREBROVASCULAR DISEASES 6
2 CLINICAL REHABILITATION 6
3 STROKE 6
4 TOPICS IN STROKE REHABILITATION 5
5 ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION 4
6 DISABILITY AND REHABILITATION 4
7 REHABILITATION NURSING 4
8 ANNALS OF INDIAN ACADEMY OF NEUROLOGY 3
9 BMJ OPEN 3
10 INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 3
11 INTERNATIONAL JOURNAL OF STROKE 3
12 JOURNAL OF NEUROSCIENCE NURSING 3
13 MEDICINE 3
14 SOUTH AFRICAN JOURNAL OF PHYSIOTHERAPY 3
15 ANNALS OF PHYSICAL AND REHABILITATION MEDICINE 2
16 BMC PUBLIC HEALTH 2
17 BRAIN INJURY 2
18 DISABILITY AND HEALTH JOURNAL 2
19 HEALTH & SOCIAL CARE IN THE COMMUNITY 2
20 HEALTH AND QUALITY OF LIFE OUTCOMES 2
21 INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY 2
22 INTERNATIONAL JOURNAL OF NURSING PRACTICE 2
23 JOURNAL OF CLINICAL NURSING 2
24 JOURNAL OF STROKE & CEREBROVASCULAR DISEASES 2
25 PATIENT EDUCATION AND COUNSELING 2
Most Relevant Keywords
Author Keywords (DE) Articles Keywords-Plus (ID) Articles
1 STROKE 100 QUALITY-OF-LIFE 49
2 CAREGIVERS 36 SURVIVORS 47
3 BURDEN 30 DETERMINANTS 36
4 CAREGIVER 29 HEALTH 35
5 CAREGIVER BURDEN 29 IMPACT 31
6 DEPRESSION 25 SPOUSES 31
7 QUALITY OF LIFE 24 FAMILY CAREGIVERS 30
8 REHABILITATION 12 CARE 28
9 ANXIETY 10 INFORMAL CAREGIVERS 28
10 NURSING 7 DEPRESSION 18
11 STRAIN 7 PEOPLE 15
12 STROKE SURVIVORS 7 REHABILITATION 15
13 CAREGIVING 6 SUPPORT 15
14 FAMILY CAREGIVER 6 CARERS 13
15 SOCIAL SUPPORT 6 VALIDATION 13
16 ACTIVITIES OF DAILY LIVING 5 PREVALENCE 12
17 CARE BURDEN 5 SCALE 12
18 STROKE SURVIVOR 5 EXPERIENCES 11
19 ELDERLY 4 PREDICTORS 11
20 FAMILY CAREGIVERS 4 RISK 11
21 FATIGUE 4 SOCIAL SUPPORT 11
22 INFORMAL CAREGIVERS 4 STRAIN 10
23 QUALITATIVE 4 ANXIETY 9
24 STRESS 4 BURDEN 9
25 STROKE OUTCOME 4 RELIABILITY 9